Offline data-driven evolutionary optimization based on model selection.
Huixiang ZhenWenyin GongLing WangPublished in: Swarm Evol. Comput. (2022)
Keyphrases
- model selection
- evolutionary optimization
- data driven
- multi objective
- cross validation
- hyperparameters
- genetic algorithm
- feature selection
- parameter estimation
- regression model
- statistical learning
- bayesian learning
- motion segmentation
- error estimation
- sample size
- machine learning
- statistical inference
- model selection criteria
- selection criterion
- variable selection
- fuzzy modeling
- bayesian information criterion
- unsupervised learning
- automatic model selection
- information criterion
- parameter determination
- mixture model
- generalization bounds
- bayesian methods
- leave one out cross validation
- decision trees
- marginal likelihood
- evolutionary algorithm
- bayesian model selection
- probabilistic model